Patents by Inventor Marcus A. BRUBAKER

Marcus A. BRUBAKER has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • MULTI-VIEW SEGMENTATION AND PERCEPTUAL INPAINTING WITH NEURAL RADIANCE FIELDS
    Publication number: 20240153046
    Abstract: A computer-implemented method of configuring an electronic device for inpainting source three-dimensional (3D) scenes, includes: receiving the source 3D scenes and a user's input about a first object of the source 3D scenes; generating accurate object masks about the first object of the source 3D scenes; and generating inpainted 3D scenes of the source 3D scenes by using an inpainting neural radiance field (NeRF) based on the accurate object masks.
    Type: Application
    Filed: July 31, 2023
    Publication date: May 9, 2024
    Applicant: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Ashkan MIRZAEI, Ttistan TY AUMENTADO-ARMSTRONG, Konstantinos G. DERPANIS, Marcus A. BRUBAKER, Igor GILITSCHENSKI, Aleksai LEVINSHTEIN
  • SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH ADAPTIVE IMPORTANCE SAMPLING WITH NORMALIZING FLOWS
    Publication number: 20210241156
    Abstract: A system for computational estimation sampling from non-trivial probability distributions. The system comprises a processor, operating in conjunction with computer memory. The processor is configured to conduct importance sampling using normalizing flows where a base distribution has a set of parameters that can be adjusted to account for heavy-tailed distributions.
    Type: Application
    Filed: January 29, 2021
    Publication date: August 5, 2021
    Inventors: Zhexin LAI, Amir H. KHOSHAMAN, Marcus A. BRUBAKER